Method: fREML Optimizer: perf chol
$grad
[1] 1.929412e-10 -1.182874e-03 2.430056e-12 -4.187761e-13 -4.130030e-14
[6] -1.572076e-13 1.554312e-14 -3.902656e-12 1.332268e-13 -7.114309e-13
[11] 2.002842e-13 -1.150369e-11 -4.529710e-14 8.881784e-16 -1.598721e-14
[16] 3.721468e-13 -5.648815e-13 -1.452947e-10 -6.583862e-10 -9.458721e-04
[21] 1.332268e-15 -7.549517e-14 3.654854e-13 3.028688e-13 -9.217471e-11
[26] -1.136610e-03 2.478018e-13 6.394885e-14 5.151435e-14 -2.113865e-13
[31] 2.775558e-13 7.368328e-12
$hess
[,1] [,2] [,3] [,4] [,5]
[1,] 2.996532e+00 9.547669e-08 7.208955e-06 3.623896e-06 -1.112299e-17
[2,] 9.547669e-08 1.182302e-03 7.948632e-08 6.904922e-05 -2.074604e-19
[3,] 7.208955e-06 7.948632e-08 2.999682e+00 2.258219e-04 3.123062e-18
[4,] 3.623896e-06 6.904922e-05 2.258219e-04 1.597205e+00 9.101548e-19
[5,] -1.112429e-17 -2.079132e-19 3.125492e-18 9.112120e-19 2.998777e+00
[6,] -1.732579e-15 -3.231699e-17 4.860202e-16 1.417474e-16 1.965590e-02
[7,] -4.913732e-19 -9.214581e-21 1.388956e-19 4.067645e-20 -1.632856e-04
[8,] -5.936277e-16 -1.107505e-17 1.664931e-16 4.855633e-17 -1.511694e-03
[9,] -1.007718e-17 -1.878453e-19 2.829555e-18 8.242206e-19 -5.379722e-30
[10,] -6.341355e-16 -1.182091e-17 1.780635e-16 5.184711e-17 -3.384978e-28
[11,] -2.972736e-18 -5.548534e-20 8.356916e-19 2.432241e-19 -1.588349e-30
[12,] -3.305295e-17 -6.146738e-19 9.272012e-18 2.694915e-18 -1.761472e-29
[13,] -9.906617e-18 -1.849437e-19 2.782066e-18 8.101716e-19 -5.289752e-30
[14,] 7.717637e-16 1.440012e-17 -2.167860e-16 -6.312955e-17 4.118651e-28
[15,] -4.114474e-18 -7.682294e-20 1.157202e-18 3.346220e-19 -2.191417e-30
[16,] -9.589617e-16 -1.788819e-17 2.692626e-16 7.845027e-17 -5.118946e-28
[17,] 1.368037e-17 2.552533e-19 -3.842061e-18 -1.118851e-18 7.307790e-30
[18,] 2.947705e-16 5.501281e-18 -8.275325e-17 -2.411770e-17 1.574380e-28
[19,] -2.557142e-18 -4.775840e-20 7.203383e-19 2.094796e-19 -1.367598e-30
[20,] -1.672372e-19 -3.120574e-21 4.737432e-20 1.376347e-20 -8.955159e-32
[21,] -1.714873e-17 -3.197583e-19 4.812825e-18 1.402712e-18 -9.154456e-30
[22,] 5.383252e-16 1.004148e-17 -1.510737e-16 -4.405153e-17 2.874584e-28
[23,] -4.392782e-18 -8.193913e-20 1.230909e-18 3.590111e-19 -2.341955e-30
[24,] -1.303119e-15 -2.430182e-17 3.657223e-16 1.066251e-16 -6.960061e-28
[25,] -4.947258e-18 -9.238020e-20 1.390576e-18 4.051054e-19 -2.645661e-30
[26,] -2.606416e-18 -4.864554e-20 7.327353e-19 2.134849e-19 -1.393377e-30
[27,] -1.222213e-18 -2.283855e-20 3.430953e-19 1.000059e-19 -6.542959e-31
[28,] 1.768788e-16 3.295086e-18 -4.969322e-17 -1.447434e-17 9.449123e-29
[29,] -2.719992e-17 -5.073312e-19 7.635798e-18 2.225318e-18 -1.452751e-29
[30,] 1.353152e-15 2.523731e-17 -3.798603e-16 -1.107203e-16 7.227871e-28
[31,] -3.903809e-19 -7.310523e-21 1.099010e-19 3.195656e-20 -2.091840e-31
[32,] -2.871362e-16 -5.355267e-18 8.059512e-17 2.349134e-17 -1.533552e-28
[,6] [,7] [,8] [,9] [,10]
[1,] -1.728179e-15 -4.936711e-19 -5.915077e-16 -1.006493e-17 -6.324185e-16
[2,] -3.223313e-17 -9.207705e-21 -1.103250e-17 -1.877260e-19 -1.179555e-17
[3,] 4.852304e-16 1.386108e-19 1.660809e-16 2.825985e-18 1.775676e-16
[4,] 1.414108e-16 4.039537e-20 4.840099e-17 8.235775e-19 5.174858e-17
[5,] 1.965590e-02 -1.632856e-04 -1.511694e-03 -5.383293e-30 -3.382329e-28
[6,] 2.510023e+00 6.672236e-04 -5.392335e-01 -8.371581e-28 -5.261225e-26
[7,] 6.672236e-04 2.999948e+00 1.797152e-02 -2.396223e-31 -1.498749e-29
[8,] -5.392335e-01 1.797152e-02 2.716898e+00 -2.868160e-28 -1.801004e-26
[9,] -8.360376e-28 -2.388836e-31 -2.859959e-28 2.999459e+00 5.449731e-03
[10,] -5.260443e-26 -1.502701e-29 -1.799655e-26 5.449731e-03 6.247506e+00
[11,] -2.466969e-28 -7.055374e-32 -8.449355e-29 -1.192388e-04 1.011087e-05
[12,] -2.734846e-27 -7.826963e-31 -9.373061e-28 -1.020149e-04 -4.026390e-03
[13,] -8.225767e-28 -2.348529e-31 -2.812001e-28 -4.789622e-30 -3.005362e-28
[14,] 6.405782e-26 1.829114e-29 2.193264e-26 3.727822e-28 2.341749e-26
[15,] -3.405078e-28 -9.724553e-32 -1.165642e-28 -1.987401e-30 -1.245355e-28
[16,] -7.956604e-26 -2.272554e-29 -2.722659e-26 -4.632946e-28 -2.909841e-26
[17,] 1.135691e-27 3.244419e-31 3.887781e-28 6.611594e-30 4.155583e-28
[18,] 2.443948e-26 6.988469e-30 8.375563e-27 1.425131e-28 8.948452e-27
[19,] -2.125276e-28 -6.074769e-32 -7.277123e-29 -1.236821e-30 -7.775915e-29
[20,] -1.398508e-29 -3.993665e-33 -4.794521e-30 -8.095854e-32 -5.119961e-30
[21,] -1.421960e-27 -4.063008e-31 -4.867116e-28 -8.279777e-30 -5.204602e-28
[22,] 4.465498e-26 1.275284e-29 1.528167e-26 2.598746e-28 1.634288e-26
[23,] -3.644743e-28 -1.040396e-31 -1.245025e-28 -2.118491e-30 -1.333357e-28
[24,] -1.080887e-25 -3.087318e-29 -3.698550e-26 -6.292556e-28 -3.955735e-26
[25,] -4.104404e-28 -1.173673e-31 -1.406972e-28 -2.395540e-30 -1.501889e-28
[26,] -2.163796e-28 -6.183187e-32 -7.414169e-29 -1.263018e-30 -7.919340e-29
[27,] -1.011726e-28 -2.896355e-32 -3.470381e-29 -5.904776e-31 -3.702401e-29
[28,] 1.467785e-26 4.193938e-30 5.023071e-27 8.546032e-29 5.371435e-27
[29,] -2.255923e-27 -6.445837e-31 -7.725078e-28 -1.314271e-29 -8.257564e-28
[30,] 1.122723e-25 3.207357e-29 3.842442e-26 6.537451e-28 4.107933e-26
[31,] -3.232733e-29 -9.270018e-33 -1.106859e-29 -1.906402e-31 -1.189412e-29
[32,] -2.382673e-26 -6.804101e-30 -8.153918e-27 -1.387024e-28 -8.718022e-27
[,11] [,12] [,13] [,14] [,15]
[1,] -2.968991e-18 -3.307411e-17 -9.893266e-18 7.721170e-16 -4.099863e-18
[2,] -5.537612e-20 -6.168817e-19 -1.845242e-19 1.440114e-17 -7.646858e-20
[3,] 8.336199e-19 9.286400e-18 2.777787e-18 -2.167915e-16 1.151141e-18
[4,] 2.429421e-19 2.706338e-18 8.095311e-19 -6.317961e-17 3.354773e-19
[5,] -1.588285e-30 -1.769851e-29 -5.294883e-30 4.129510e-28 -2.193442e-30
[6,] -2.468606e-28 -2.750493e-27 -8.231310e-28 6.419745e-26 -3.410336e-28
[7,] -7.034576e-32 -7.889648e-31 -2.370347e-31 1.845534e-29 -9.794948e-32
[8,] -8.466335e-29 -9.428548e-28 -2.821192e-28 2.202867e-26 -1.168966e-28
[9,] -1.192388e-04 -1.020149e-04 -4.786372e-30 3.734273e-28 -1.983225e-30
[10,] 1.011087e-05 -4.026390e-03 -3.011982e-28 2.350170e-26 -1.247228e-28
[11,] 2.999662e+00 3.031588e-03 -1.413462e-30 1.102952e-28 -5.863296e-31
[12,] 3.031588e-03 3.713635e+00 -1.571433e-29 1.227336e-27 -6.501543e-30
[13,] -1.412055e-30 -1.571605e-29 3.000136e+00 3.830207e-02 -4.571796e-04
[14,] 1.100280e-28 1.224028e-27 3.830207e-02 4.195797e+00 -6.543283e-04
[15,] -5.866739e-31 -6.518926e-30 -4.571796e-04 -6.543283e-04 3.010674e+00
[16,] -1.366806e-28 -1.520123e-27 5.782589e-04 7.971757e-01 1.072676e-01
[17,] 1.952020e-30 2.171635e-29 6.499314e-30 -5.068490e-28 2.691065e-30
[18,] 4.203244e-29 4.680039e-28 1.399324e-28 -1.092593e-26 5.800234e-29
[19,] -3.652885e-31 -4.062559e-30 -1.216858e-30 9.491165e-29 -5.042549e-31
[20,] -2.406459e-32 -2.649987e-31 -8.019196e-32 6.246514e-30 -3.325389e-32
[21,] -2.442041e-30 -2.722271e-29 -8.140084e-30 6.353466e-28 -3.373472e-30
[22,] 7.667824e-29 8.545748e-28 2.554415e-28 -1.994725e-26 1.059634e-28
[23,] -6.249423e-31 -6.980877e-30 -2.080585e-30 1.629393e-28 -8.638112e-31
[24,] -1.856746e-28 -2.068631e-27 -6.187642e-28 4.828591e-26 -2.564409e-28
[25,] -7.052219e-31 -7.867634e-30 -2.350634e-30 1.833730e-28 -9.751792e-31
[26,] -3.719340e-31 -4.147773e-30 -1.238072e-30 9.667528e-29 -5.137990e-31
[27,] -1.739912e-31 -1.942267e-30 -5.802170e-31 4.518472e-29 -2.404585e-31
[28,] 2.519983e-29 2.808451e-28 8.395032e-29 -6.556105e-27 3.484371e-29
[29,] -3.877129e-30 -4.318876e-29 -1.291529e-29 1.008602e-27 -5.353759e-30
[30,] 1.928938e-28 2.148652e-27 6.427389e-28 -5.017770e-26 2.663823e-28
[31,] -5.612540e-32 -6.259812e-31 -1.865483e-31 1.460883e-29 -7.687853e-32
[32,] -4.093298e-29 -4.559182e-28 -1.363505e-28 1.064679e-26 -5.652486e-29
[,16] [,17] [,18] [,19] [,20]
[1,] -9.595827e-16 1.367844e-17 2.948962e-16 -2.563614e-18 -1.693990e-19
[2,] -1.789765e-17 2.551234e-19 5.500256e-18 -4.781524e-20 -3.159545e-21
[3,] 2.694273e-16 -3.840571e-18 -8.279963e-17 7.198001e-19 4.756310e-20
[4,] 7.851927e-17 -1.119258e-18 -2.413032e-17 2.097715e-19 1.386133e-20
[5,] -5.130170e-28 7.310930e-30 1.576259e-28 -1.370092e-30 -9.058482e-32
[6,] -7.980433e-26 1.136868e-27 2.451987e-26 -2.132427e-28 -1.408577e-29
[7,] -2.285385e-29 3.259935e-31 7.001715e-30 -6.103032e-32 -4.022412e-33
[8,] -2.736127e-26 3.899705e-28 8.405185e-27 -7.302266e-29 -4.827678e-30
[9,] -4.641893e-28 6.615316e-30 1.425516e-28 -1.239827e-30 -8.195970e-32
[10,] -2.920611e-26 4.162907e-28 8.972320e-27 -7.800766e-29 -5.155904e-30
[11,] -1.369561e-28 1.953432e-30 4.210983e-29 -3.663370e-31 -2.419461e-32
[12,] -1.517194e-27 2.170416e-29 4.677498e-28 -4.061840e-30 -2.685645e-31
[13,] 5.782589e-04 6.506210e-30 1.402136e-28 -1.219411e-30 -8.060239e-32
[14,] 7.971757e-01 -5.069260e-28 -1.092077e-26 9.502096e-29 6.279540e-30
[15,] 1.072676e-01 2.692801e-30 5.813963e-29 -5.056336e-31 -3.343659e-32
[16,] 4.559717e+00 6.300068e-28 1.357244e-26 -1.180298e-28 -7.798789e-30
[17,] 6.310546e-28 2.994757e+00 4.675488e-04 2.946069e-05 -1.696130e-06
[18,] 1.359317e-26 4.675488e-04 7.487328e-01 1.790062e-07 5.264020e-04
[19,] -1.180519e-28 2.946069e-05 1.790062e-07 2.999742e+00 1.447805e-06
[20,] -7.764105e-30 -1.696130e-06 5.264020e-04 1.447805e-06 1.169999e-03
[21,] -7.895372e-28 1.125582e-29 2.426140e-28 -2.109161e-30 -1.394388e-31
[22,] 2.480065e-26 -3.532561e-28 -7.621155e-27 6.622732e-29 4.375838e-30
[23,] -2.020696e-28 2.878457e-30 6.206779e-29 -5.399652e-31 -3.572120e-32
[24,] -6.002633e-26 8.552189e-28 1.844243e-26 -1.602920e-28 -1.059630e-29
[25,] -2.283066e-28 3.251063e-30 7.006587e-29 -6.092915e-31 -4.028819e-32
[26,] -1.203190e-28 1.712748e-30 3.694550e-29 -3.208331e-31 -2.124870e-32
[27,] -5.628772e-29 8.039009e-31 1.729531e-29 -1.502545e-31 -9.926950e-33
[28,] 8.153063e-27 -1.162276e-28 -2.505148e-27 2.174296e-29 1.439710e-30
[29,] -1.253092e-27 1.786011e-29 3.850262e-28 -3.348014e-30 -2.211385e-31
[30,] 6.234352e-26 -8.886489e-28 -1.916284e-26 1.665590e-28 1.100392e-29
[31,] -1.817091e-29 2.595236e-31 5.574391e-30 -4.839400e-32 -3.189178e-33
[32,] -1.322755e-26 1.885696e-28 4.065278e-27 -3.534148e-29 -2.334613e-30
[,21] [,22] [,23] [,24] [,25]
[1,] -1.714636e-17 5.376991e-16 -4.387607e-18 -1.301863e-15 -4.960145e-18
[2,] -3.198053e-19 1.002889e-17 -8.183544e-20 -2.428169e-17 -9.251413e-20
[3,] 4.814279e-18 -1.509727e-16 1.231933e-18 3.655312e-16 1.392687e-18
[4,] 1.403026e-18 -4.399802e-17 3.590224e-19 1.065269e-16 4.058712e-19
[5,] -9.173263e-30 2.871608e-28 -2.348371e-30 -6.964408e-28 -2.653065e-30
[6,] -1.425734e-27 4.469184e-26 -3.652467e-28 -1.083149e-25 -4.123215e-28
[7,] -4.071066e-31 1.271414e-29 -1.048597e-31 -3.123619e-29 -1.184226e-31
[8,] -4.888149e-28 1.530368e-26 -1.251163e-28 -3.709895e-26 -1.414057e-28
[9,] -8.294157e-30 2.601241e-28 -2.122035e-30 -6.299302e-28 -2.399223e-30
[10,] -5.219393e-28 1.636175e-26 -1.334892e-28 -3.962969e-26 -1.509617e-28
[11,] -2.448417e-30 7.678900e-29 -6.273263e-31 -1.860391e-28 -7.092318e-31
[12,] -2.715296e-29 8.526813e-28 -6.968121e-30 -2.067165e-27 -7.860769e-30
[13,] -8.156680e-30 2.557150e-28 -2.086441e-30 -6.194461e-28 -2.361060e-30
[14,] 6.348888e-28 -1.991044e-26 1.625147e-28 4.824245e-26 1.838016e-28
[15,] -3.385173e-30 1.059640e-28 -8.658198e-31 -2.566407e-28 -9.809302e-31
[16,] -7.892068e-28 2.473979e-26 -2.019410e-28 -5.995653e-26 -2.284162e-28
[17,] 1.126375e-29 -3.531960e-28 2.882281e-30 8.556451e-28 3.258008e-30
[18,] 2.426171e-28 -7.610004e-27 6.208005e-29 1.842681e-26 7.019494e-29
[19,] -2.109164e-30 6.612560e-29 -5.401491e-31 -1.599929e-28 -6.095654e-31
[20,] -1.389858e-31 4.355457e-30 -3.574260e-32 -1.049315e-29 -4.009216e-32
[21,] 3.000775e+00 4.622701e-02 -2.524242e-04 -5.269197e-05 -4.081249e-30
[22,] 4.622701e-02 4.901931e+00 -1.844299e-04 3.837226e-01 1.281974e-28
[23,] -2.524242e-04 -1.844299e-04 3.014184e+00 1.161340e-01 -1.043235e-30
[24,] -5.269197e-05 3.837226e-01 1.161340e-01 5.942804e+00 -3.102628e-28
[25,] -4.070633e-30 1.278815e-28 -1.042407e-30 -3.092275e-28 2.999343e+00
[26,] -2.145689e-30 6.730672e-29 -5.496246e-31 -1.630692e-28 1.724115e-05
[27,] -1.003712e-30 3.152358e-29 -2.570770e-31 -7.628787e-29 -1.268875e-04
[28,] 1.455736e-28 -4.569729e-27 3.724608e-29 1.104779e-26 -8.006293e-07
[29,] -2.239158e-29 7.020686e-28 -5.729307e-30 -1.699621e-27 -6.477242e-30
[30,] 1.113929e-27 -3.493398e-26 2.849724e-28 8.456973e-26 3.222314e-28
[31,] -3.253189e-31 1.018552e-29 -8.230944e-32 -2.435020e-29 -9.400160e-32
[32,] -2.363973e-28 7.411665e-27 -6.047633e-29 -1.794093e-26 -6.836539e-29
[,26] [,27] [,28] [,29] [,30]
[1,] -2.615794e-18 -1.220793e-18 1.766722e-16 -2.717455e-17 1.354155e-15
[2,] -4.878847e-20 -2.276962e-20 3.295201e-18 -5.068461e-19 2.525701e-17
[3,] 7.344509e-19 3.427688e-19 -4.960523e-17 7.629948e-18 -3.802134e-16
[4,] 2.140412e-19 9.989320e-20 -1.445646e-17 2.223598e-18 -1.108057e-16
[5,] -1.399217e-30 -6.533816e-31 9.442417e-29 -1.452376e-29 7.234597e-28
[6,] -2.176055e-28 -1.015493e-28 1.469791e-26 -2.258727e-27 1.125846e-25
[7,] -6.235504e-32 -2.917727e-32 4.182849e-30 -6.475834e-31 3.209560e-29
[8,] -7.458400e-29 -3.482923e-29 5.036599e-27 -7.736962e-28 3.856019e-26
[9,] -1.265453e-30 -5.906079e-31 8.546635e-29 -1.314503e-29 6.550740e-28
[10,] -7.962470e-29 -3.715629e-29 5.376670e-27 -8.267388e-28 4.121796e-26
[11,] -3.736761e-31 -1.744352e-31 2.522438e-29 -3.883730e-30 1.935860e-28
[12,] -4.154035e-30 -1.937265e-30 2.801318e-28 -4.305232e-29 2.149582e-27
[13,] -1.242664e-30 -5.803728e-31 8.400851e-29 -1.292685e-29 6.436040e-28
[14,] 9.685437e-29 4.524362e-29 -6.545388e-27 1.006683e-27 -5.011863e-26
[15,] -5.153579e-31 -2.406066e-31 3.466983e-29 -5.368104e-30 2.669007e-28
[16,] -1.203194e-28 -5.616714e-29 8.132418e-27 -1.250936e-27 6.226463e-26
[17,] 1.719645e-30 8.022379e-31 -1.161244e-28 1.783334e-29 -8.899888e-28
[18,] 3.703392e-29 1.727931e-29 -2.499147e-27 3.843942e-28 -1.915549e-26
[19,] -3.216222e-31 -1.500893e-31 2.173353e-29 -3.341103e-30 1.666085e-28
[20,] -2.110765e-32 -9.883946e-33 1.442538e-30 -2.189030e-31 1.098660e-29
[21,] -2.153084e-30 -1.004663e-30 1.453389e-28 -2.235903e-29 1.114015e-27
[22,] 6.757907e-29 3.156115e-29 -4.563774e-27 7.021324e-28 -3.498947e-26
[23,] -5.514464e-31 -2.570788e-31 3.725686e-29 -5.723155e-30 2.851729e-28
[24,] -1.636256e-28 -7.638727e-29 1.104973e-26 -1.700083e-27 8.467996e-26
[25,] 1.724115e-05 -1.268875e-04 -8.006293e-07 -6.462129e-30 3.217333e-28
[26,] 1.234472e-03 1.328437e-06 1.879911e-03 -3.406093e-30 1.696949e-28
[27,] 1.328437e-06 2.999704e+00 4.100950e-03 -1.597326e-30 7.928750e-29
[28,] 1.879911e-03 4.100950e-03 5.432680e+00 2.306310e-28 -1.150571e-26
[29,] -3.414886e-30 -1.594226e-30 2.307024e-28 2.999360e+00 2.699558e-02
[30,] 1.699256e-28 7.931423e-29 -1.147833e-26 2.699558e-02 5.512698e+00
[31,] -4.952154e-32 -2.298961e-32 3.315877e-30 -1.499973e-04 -5.887074e-05
[32,] -3.605049e-29 -1.683047e-29 2.435624e-27 7.643055e-06 8.543797e-02
[,31] [,32]
[1,] -3.940157e-19 -2.871475e-16
[2,] -7.348983e-21 -5.355731e-18
[3,] 1.106300e-19 8.062398e-17
[4,] 3.224092e-20 2.349627e-17
[5,] -2.105860e-31 -1.534393e-28
[6,] -3.276833e-29 -2.385465e-26
[7,] -9.371464e-33 -6.793237e-30
[8,] -1.122787e-29 -8.179275e-27
[9,] -1.904373e-31 -1.388643e-28
[10,] -1.198734e-29 -8.734729e-27
[11,] -5.624947e-32 -4.099666e-29
[12,] -6.249267e-31 -4.553902e-28
[13,] -1.872066e-31 -1.365177e-28
[14,] 1.458805e-29 1.063522e-26
[15,] -7.752215e-32 -5.654198e-29
[16,] -1.812851e-29 -1.321544e-26
[17,] 2.589024e-31 1.886373e-28
[18,] 5.576570e-30 4.067083e-27
[19,] -4.847200e-32 -3.529292e-29
[20,] -3.175056e-33 -2.316977e-30
[21,] -3.241034e-31 -2.362629e-28
[22,] 1.017540e-29 7.417408e-27
[23,] -8.300678e-32 -6.039945e-29
[24,] -2.462713e-29 -1.795377e-26
[25,] -9.364939e-32 -6.831231e-29
[26,] -4.936470e-32 -3.598806e-29
[27,] -2.307516e-32 -1.685337e-29
[28,] 3.343869e-30 2.440024e-27
[29,] -1.499973e-04 7.643055e-06
[30,] -5.887074e-05 8.543797e-02
[31,] 3.155432e+00 3.093342e-01
[32,] 3.093342e-01 6.608765e+00
Model rank = 400 / 400
Basis dimension (k) checking results. Low p-value (k-index<1) may
indicate that k is too low, especially if edf is close to k'.
k' edf k-index p-value
te(knot,normtime):participant.dimvp004.x_z 24.00 9.00 0.97 <2e-16 ***
te(knot,normtime):participant.dimvp004.y_z 24.00 13.14 0.97 0.005 **
te(knot,normtime):participant.dimvp005.x_z 24.00 20.65 0.97 0.005 **
te(knot,normtime):participant.dimvp005.y_z 24.00 21.19 0.97 0.005 **
te(knot,normtime):participant.dimvp006.x_z 24.00 20.06 0.97 <2e-16 ***
te(knot,normtime):participant.dimvp006.y_z 24.00 18.52 0.97 0.005 **
te(knot,normtime):participant.dimvp008.x_z 24.00 21.97 0.97 0.015 *
te(knot,normtime):participant.dimvp008.y_z 24.00 22.04 0.97 <2e-16 ***
te(knot,normtime):participant.dimvp009.x_z 24.00 11.55 0.97 0.005 **
te(knot,normtime):participant.dimvp009.y_z 24.00 9.05 0.97 0.005 **
te(knot,normtime):participant.dimvp010.x_z 24.00 22.11 0.97 <2e-16 ***
te(knot,normtime):participant.dimvp010.y_z 24.00 23.29 0.97 0.010 **
te(knot,normtime):participant.dimvp020.x_z 24.00 9.03 0.97 <2e-16 ***
te(knot,normtime):participant.dimvp020.y_z 24.00 20.01 0.97 0.005 **
te(knot,normtime):participant.dimvp023.x_z 24.00 21.85 0.97 <2e-16 ***
te(knot,normtime):participant.dimvp023.y_z 24.00 23.92 0.97 0.005 **
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1